Vc Auto Research

Vc Auto Research is a Quality skill for Claude Code, published by withkynam in vibecode-pro-max-kit.

1.1K stars227 forkson withkynam/vibecode-pro-max-kitAdded 2026/08/20+1% in starsRepository updated 2026/06/21

agenticai-agentsai-coding-assistantai-developmentai-workflowanthropicclaudeclaude-codecli-toolscode-qualitycodexcoding-agentscursordeveloper-toolsllmopenaiprompt-engineeringtypescriptvibe-codingvibecoding

Install in seconds

Install Vc Auto Research

Copy Vc Auto Research into your Claude Code skills folder. Run the command in your terminal, or review the source on GitHub before installing.

terminal

npx degit https://github.com/withkynam/vibecode-pro-max-kit/tree/main/.claude/skills/vc-autoresearch ~/.claude/skills/vc-autoresearch

Requires Node.js. Downloads this skill only — not the rest of the repository — into your Claude Code skills folder.

Without Node.js

git clone https://github.com/withkynam/vibecode-pro-max-kit.git

Clones the whole repository, then copy the skill’s own directory into your skills folder yourself.

In this catalog

Source file: .claude/skills/vc-autoresearch/SKILL.md in withkynam/vibecode-pro-max-kit
Installs to: ~/.claude/skills/vc-autoresearch
Collection: One of 25 skills cataloged from this repository
Category: Quality — 1354 skills

What Vc Auto Research does

Vc Auto Research runs a find-gaps, fix, and recheck loop for specs, tests, docs, and UX hardening. Use it when you want repeated verification until no gaps remain or a metric target is reached.

Vc Auto Research is cataloged under Quality on DirSkills. Vc Auto Research comes from a repository tagged agentic, ai-agents, ai-coding-assistant, ai-development and ai-workflow.

Documentation

README

Excerpt

vc-autoresearch

Output style: Follow process/development-protocols/communication-standards.md — answer-first, plain language, no unexplained jargon, TL;DR on long responses.

Reusable loop primitive. Runs: find gaps → write report → fix → check → repeat.

Used directly for spec/doc/UX hardening. Wired into PVL (plan-validate-fix loop — the fix cycle between writing a plan and approving EXECUTE) and EVL (execute-validate-fix loop — the confirmation run after EXECUTE) as the shared bookkeeping layer.

When To Invoke

This is the opening of the README. Read the full README on GitHub.

Commands Vc Auto Research provides

Slash commands named in this skill’s SKILL.md, listed in the order they first appear.

/goal

Frequently asked about Vc Auto Research

What else does withkynam publish alongside Vc Auto Research?
Vc Auto Research is one of 25 skills that DirSkills catalogs from withkynam/vibecode-pro-max-kit, the repository it ships in. Its siblings there include Agent Browser, Agent Strategy Compare and Audit Context. Each one is a separate skill with its own page in this directory, installs the same way Vc Auto Research does, and is maintained by withkynam in that same repository. The rest of the collection is listed on the withkynam/vibecode-pro-max-kit page.
How does Vc Auto Research compare to other Quality skills?
Vc Auto Research ranks #799 by stars among the 1354 Quality skills in this catalog. The most-starred ones next to it are Benchmark, Benchmark Optimization Loop and API Design Patterns. DirSkills ranks by the star count of the repository each skill ships in, so that order reflects how popular those repositories are rather than any review of Vc Auto Research against them. Open each page to compare what they document and how they install.